Skip to main content

Application of a method of managing evidential reasoning to decision tree classifier

  • Classifiation Techniques
  • Conference paper
  • First Online:
Pattern Recognition (PAR 1988)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 301))

Included in the following conference series:

  • 146 Accesses

Abstract

The possibility and advantage of applying a method of managing evidential reasoning to decision tree classifyer is discussed. Relative algorithms are proposed and some experiments have been conducted. Results are very good.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. J. Pearl, "Research note on Evidential Reasoning in a Hierarchy of Hypotheses", Artifial Intelligenc AI-28, pp9–15, 1986

    Article  Google Scholar 

  2. Q.R. Wang and C.Y. Suen, "Analysis and Design of a Decition Tree Based on Entropy Reduction and Its Application to Large Character Set Recognition", IEEE Tr.Vol PAMI-6, pp406–417, 1984

    Google Scholar 

  3. M. Ben-Bassat and L. Zaidenberg, "Contextual Template Matching: A Distance Measure for Patterns with Hierarchically Dependent Features", IEEE Tr.Vol PAMI-6, pp201–211, 1984

    Google Scholar 

  4. Q.R. Wang and C.Y. Suen, "Large Tree Classifier with Heuristic Search and Global Training", IEEE Tr.Vol PAMI-9, pp91–103, 1987

    Google Scholar 

  5. A.V.Kulkarni and L.N.Kanal, "Admissible Search Strategies for Parametric and Nonparametric Hierarchical Classification", in proc. of 4th IJCPR, Japan, Nov. 1978

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

J. Kittler

Rights and permissions

Reprints and permissions

Copyright information

© 1988 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Liu, L., He, Bk. (1988). Application of a method of managing evidential reasoning to decision tree classifier. In: Kittler, J. (eds) Pattern Recognition. PAR 1988. Lecture Notes in Computer Science, vol 301. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-19036-8_53

Download citation

  • DOI: https://doi.org/10.1007/3-540-19036-8_53

  • Published:

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-19036-3

  • Online ISBN: 978-3-540-38947-7

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics